This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined 1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction and 2)…

This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction; and…

This paper demonstrates how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. We examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance prediction; and (2) what types of in-game features were associated with student…

Recently, chatbot interactions have been used for oral communication practice in the field of foreign language education. Some existing studies have highlighted the use of chatbots in relation to specific L2 skills, yet unfortunately, the user experience component of chatbot interaction has not been empirically researched. This study investigates…

An instructor cannot expect thirty learners to participate immediately in "meaningful dialogue" without opportunities to lessen their anxiety by testing group norms, sharing expectations, and developing a sense of membership. The article offers an alternative to the aristocratic learning experience in the context of a hospital inservice job…